Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning.
Lifeng HanSerge GladkoffGleb ErofeevIrina SorokinaBetty GalianoGoran NenadicPublished in: Frontiers Digit. Health (2024)
Keyphrases
- language model
- transfer learning
- cross lingual
- machine translation
- language modeling
- pre trained
- machine translation system
- language independent
- information retrieval
- translation model
- n gram
- cross language information retrieval
- statistical machine translation
- text mining
- document level
- text classification
- document retrieval
- text retrieval
- cross language
- probabilistic model
- retrieval model
- query expansion
- word level
- test collection
- chinese english
- speech recognition
- labeled data
- information extraction
- training data
- reinforcement learning
- training examples
- semi supervised learning
- collaborative filtering
- active learning
- machine learning
- sentiment classification
- text documents
- cross domain
- query terms
- parallel corpora
- query translation
- multiword
- neural network
- out of vocabulary
- natural language processing
- learning algorithm
- context sensitive
- relevance model
- sentence level
- text categorization
- feature selection
- relevant documents
- data sets
- word segmentation
- target language
- knowledge discovery
- data points